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• Linear-Time Learning on Distributions with Approximate Kernel Embeddings

  Danica J. Sutherland, Junier Oliva, Barnabás Póczos, Jeff Schneider

  2016-03-02

• Approximate K-Means++ in Sublinear Time

  Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause

  2016-02-21

• A Proximal Alternating Direction Method for Semi-Definite Rank Minimization

  Ganzhao Yuan, Bernard Ghanem

  2016-03-02

• Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization

  Adish Singla, Sebastian Tschiatschek, Andreas Krause

  2016-03-02

• Generalised Brown Clustering and Roll-Up Feature Generation

  Leon Derczynski, Sean Chester

  2016-02-21

• Simultaneous Feature and Sample Reduction for Image-Set Classification

  Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan

  2016-02-21

• Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes

  Zhe Wang, Ling-Yu Duan, Tiejun Huang, Gao Wen

  2016-02-21

• Nested Monte Carlo Search for Two-Player Games

  Tristan Cazenave, Abdallah Saffidine, Michael Schofield, Michael Thielscher

  2016-02-21

• Strategy-Based Warm Starting for Regret Minimization in Games

  Noam Brown, Tuomas Sandholm

  2016-02-21

• Judgment Aggregation under Issue Dependencies

  Marco Costantini, Carla Groenland, Ulle Endriss

  2016-02-21

• Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags

  Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum

  2016-02-21

• Top-N Recommender System via Matrix Completion

  Zhao Kang, Chong Peng, Qiang Cheng

  2016-02-21

• "8 Amazing Secrets for Getting More Clicks": Detecting Clickbaits in News Streams Using Article Informality

  Prakhar Biyani, Kostas Tsioutsiouliklis, John Blackmer

  2016-02-21

• Robust Execution Strategies for Probabilistic Temporal Planning

  Sam Dietrich, Kyle Lund, James Boerkoel

  2016-03-05

• Conquering Adversary Behavioral Uncertainty in Security Games: An Efficient Modeling Robust Based Algorithm

  Thanh Nguyen, Arunesh Sinha, Milind Tambe

  2016-03-05

• Counter-Transitivity in Argument Ranking Semantics

  Fuan Pu, Jian Luo, Guiming Luo

  2016-03-05

• Benders Decomposition for Large-Scale Prescriptive Evacuations

  Julia Romanski, Pascal Van Hentenryck

  2016-03-05

• Machine Learning for Computational Psychology

  Sarah Brown

  2016-03-05

• Multi-Modal Learning over User-Contributed Content from Cross-Domain Social Media

  Wen-Yu Lee

  2016-03-05

• Robust Subspace Clustering via Thresholding Ridge Regression

  Xi Peng, Zhang Yi, Huajin Tang

  2015-03-04

• Using Social Relationships to Control Narrative Generation

  Julie Porteous, Fred Charles, Marc Cavazza

  2015-03-04

• LOL — Laugh Out Loud

  Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe

  2015-03-04

• Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients

  Sarit Kraus

  2015-03-04

• Speech Adaptation in Extended Ambient Intelligence Environments

  Bonnie Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier

  2015-03-04

• Abstraction for Solving Large Incomplete-Information Games

  Tuomas Sandholm

  2015-03-04